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Independent Component Analysis
Aapo Hyvärinen
€ 206.49
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Description for Independent Component Analysis
Hardcover. A comprehensive introduction to ICA for students and practitioners Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. Series: Adaptive and Learning Systems for Signal Processing, Communications and Control Series. Num Pages: 504 pages, Ill. BIC Classification: MBG; PH; TJF; TJK; UK. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 168 x 243 x 32. Weight in Grams: 838.
A comprehensive introduction to ICA for students and practitioners
Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.
Independent Component Analysis is divided into four sections that cover:
... Read more
A comprehensive introduction to ICA for students and practitioners
Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.
Independent Component Analysis is divided into four sections that cover:
... Read more
Product Details
Format
Hardback
Publication date
2001
Publisher
John Wiley and Sons Ltd United States
Number of pages
504
Condition
New
Series
Adaptive and Learning Systems for Signal Processing, Communications and Control Series
Number of Pages
504
Place of Publication
, United States
ISBN
9780471405405
SKU
V9780471405405
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50
About Aapo Hyvärinen
AAPO HYVÄRINEN, PhD, is Senior Fellow of the Academy of Finland and works at the Neural Networks Research Center of Helsinki University of Technology in Finland. JUHA KARHUNEN and ERKKI OJA are professors at the Neural Networks Research Center of Helsinki University of Technology in Finland.
Reviews for Independent Component Analysis
"...researchers...introduce independent component analysis as a statistical and computational technique for revealing hidden factors that underlie sets of random variables, measurements, or signals." (SciTech Book News, Vol. 25, No. 4, December 2001)